Overview: Modeling Heterogeneous Tumor Tissue as a Multiphase Material
Abstract
Tumors are typically heterogeneous tissues comprised of multiple cell species in addition to extra-cellular matrix (ECM) and water fluid. It is difficult to model these components at the tissue (10-3-10-2m) scale, where individual cells cannot be represented without prohibitive computational burden. Assuming that same-kind components tend to cluster together, a multiphase approach can be applied to represent heterogeneous tumor tissue at this larger physical scale. This method enables simulating mixture of elements within tissues, e.g., geno-/phenotypic heterogeneity underlying mutation- or microenvironment-driven tumor progression. Further, by not explicitly tracking interfaces, this methodology facilitates realistic modeling of tissue in 3-D.
02 /Specification & Classification
Click any tag to browse matching papers- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Emerging Tumor Development by Simulating Single-cell Events
J. Rosenbauer, M. Berghoff, A. Schug·bioRxiv·Aug 24, 2020
- A stochastic spatial model for heterogeneity in cancergrowth
Alexandre Sarmento Queiroga, Mauro César Cafundó Morais, … Alexandre Ferreira Ramos·bioRxiv·Apr 11, 2019
- Non-linear tumor-immune interactions arising from spatial metabolic heterogeneity
Mark Robertson-Tessi, Robert J. Gillies, … Alexander R. A. Anderson·bioRxiv·May 4, 2016
- A Mechanism for Epithelial-Mesenchymal Heterogeneity in a Population of Cancer Cells
S. Tripathi, H. Levine, M. K. Jolly·PLOS Computational BiologyPeer-reviewed·Feb 10, 2020
- Tumor invasion as non-equilibrium phase separation
W. Kang, J. Ferruzzi, … J. J. Fredberg·bioRxiv·Apr 28, 2020
- Multiscale Modeling of Cancer
Kerri-Ann Norton, Meghan McCabe Pryor, Aleksander S. Popel·bioRxiv·Dec 15, 2015